13 research outputs found

    RETRACTED: Comparison of running time between C4.5 and k-nearest neighbor (k-NN) algorithm on deciding mainstay area clustering

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    RETRACTEDFollowing a rigorous, carefully concerns and considered review of the article published in International Journal of Advances in Intelligent Informatics to article entitled “Comparison of running time between C4.5 and k-nearest neighbor (k-NN) algorithm on deciding mainstay area clustering” Vol 2, No 1, pp. 1-6, March 2016, DOI: https://doi.org/10.26555/ijain.v2i1.49.This paper has been found to be in violation of the International Journal of Advances in Intelligent Informatics Publication principles and has been retracted.The article contained redundant material, the editor investigated and found that the paper published in IOSR Journal of Computer Engineering (IOSR - JCE), Vol. 18, No. 2 (Mar-April 2016), pp. 86-92, 2016, DOI: http://doi.org/10.9790/0661-1802048692, URL: http://www.iosrjournals.org/iosr-jce/papers/Vol18-issue2/Version-4/K1802048692.pdf entitled "AnalysisofC4.5 andK-Nearest Neighbor(KNN)MethodonAlgorithmofClusteringForDeciding Mainstay Area".The document and its content has been removed from International Journal of Advances in Intelligent Informatics, and reasonable effort should be made to remove all references to this article

    RAINFALL PREDICTION USING SEASONAL AUTOREGRESSIVE INTEGRATED MOVING AVERAGE AND GEOGRAPHIC INFORMATION SYSTEM APPROACH

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    Rainfall is one indicator to determine the estimated adequacy of groundwater on agricultural land. The groundwater availability produced by rain can determine cropping patterns in an area. The availability of rainfall data depends on the accuracy of information on current climate conditions. This case causes the related parties to find difficulty determining the classification of cropping patterns in the future. Accurate rainfall prediction models are needed to overcome the problem of shifting rain patterns. Rainfall prediction models in determining cropping patterns are recommended by FAO, such as linear regression, which is still widely used today. This study aims to develop a new model of rainfall prediction by using the method SARIMA to determine cropping patterns to increase crop yields. Rainfall data was used from 2010 to 2020 from seven rainfall collection stations in Sleman Regency, and they are used as training data to predict future rainfall. The output of the data analysis is a prediction of rainfall in the range of January-April, which is predicted to be high, May-August, which is predicted to be low; and September-December, which is predicted to be moderate. In addition, based on the identified cropping patterns, recommendations can be given to farmers to set cropping schedules and strategies to increase the productivity of the farmland. The testing of accuracy forecasting used relative mean absolute error (RMAE) for 12 months. The results of the forecasting accuracy test for 12 months in Sleman Regency showed RMAE average of 1.46 was considered low, for it was still below 10%

    PEMBUATAN ALAT BANTU AJAR BAHASA INGGRIS PADA TK OKKI INTERNASIONAL MENGGUNAKAN MACROMEDIA FLASH PROFESSIONAL 8

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       Aplikasi alat bantu ajar bahasa inggris untuk anak TK merupakan suatu sistem berbasis multimedia yang dirancang dan ditujukan pada anak usia dini sebagai media pembelajaran sebelum memasuki pendidikan formal. Tujuan pembuatan aplikasi ini adalah untuk mempermudah guru dalam penyampaian materi pembelajaran, mempermudah daya tangkap anak dalam menyerap pelajaran dan menciptakan suasana menyenangkan karena aplikasi ini dilengkapi sejumlah gambar, suara, warna dan lagu yang tidak terlepas dari dunia bermain anak-anak.Melalui aplikasi ini, data input terdiri dari 10 (sepuluh) button pembelajaran pengenalan bahasa inggris. Input yang diberikan akan diolah sedemikian rupa menjadi gabungan animasi yang menarik disertai perpaduan gambar, warna dan suara. Pembuatan aplikasi alat bantu ajar bahasa inggris ini menggunakan Macromedia Flash Profesional 8. Pada system yang sedang berjalan, para guru mengalami sedikit kesulitan dalam dalam memperkenalkan pelajaran bahasa inggris kepada anak TK dikarenakan para guru harus mempersiapkan animasi dalam bentuk gambar dan binatang dengan menggunakan alat peraga seperti karton bekas, kertas warna atau tripleks, serta perlu waktu berhari-hari untuk membuat animasi baru.Aplikasi ini sangat bermanfaat karena membantu proses belajar mengajar, baik kepada guru sebagai tenaga pengajar maupun anak didik sebagai penerima pelajaran. Hasil akhir dari aplikasi ini berupa tampilan animasi yang menarik perhatian dan dapat ditangkap langsung oleh indera penglihatan.

    Distance Estimation based on Color-Block: A Simple Big-O Analysis

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    This paper explains how the process of reading the data object detection results with a certain color. In this case the object is an orange tennis ball. We use a Pixy CMUcam5 connecting to the Arduino Nano with microcontroler ATmega328-based. Then through the USB port, data from Arduino nano re-read and displayed. It’s to ensure weather an orange object is detected or not. By this process it will be exactly known how many blocks object detected, including the X and Y coordinates of the object. Finally, it will be explained the complexity of the algorithms used in the process of reading the results of the detection orange object

    Comparison of running time between C4.5 and k-nearest neighbor (k-NN) algorithm on deciding mainstay area clustering

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    RETRACTED Following a rigorous, carefully concerns and considered review of the article published in International Journal of Advances in Intelligent Informatics to article entitled “Comparison of running time between C4.5 and k-nearest neighbor (k-NN) algorithm on deciding mainstay area clustering” Vol 2, No 1, pp. 1-6, March 2016, DOI: https://doi.org/10.26555/ijain.v2i1.49. This paper has been found to be in violation of the International Journal of Advances in Intelligent Informatics Publication principles and has been retracted. The article contained redundant material, the editor investigated and found that the paper published in IOSR Journal of Computer Engineering (IOSR - JCE), Vol. 18, No. 2 (Mar-April 2016), pp. 86-92, 2016, DOI: http://doi.org/10.9790/0661-1802048692, URL: http://www.iosrjournals.org/iosr-jce/papers/Vol18-issue2/Version-4/K1802048692.pdf entitled "AnalysisofC4.5 andK-Nearest Neighbor(KNN)MethodonAlgorithmofClusteringForDeciding Mainstay Area". The document and its content has been removed from International Journal of Advances in Intelligent Informatics, and reasonable effort should be made to remove all references to this article

    PKM-SOSIALISASI PENYUSUNAN RENCANA BISNIS ASPEK PEMASARAN USAHA DESA PRUPUH

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    Pada saat ini peran penting Desa dalam mengoptimalisasikan potensi terbaik yang dimiliki khususnya potensi wisata, bagaimanapun wisata masih menjadi kebutuhan yang perlu segera dipenuhi dan saat ini telah menggeser kebutuhan akan produk. Persoalan yang terjadi saat ini adalah bagaimana desa mampu mengkomunikasikan potensi desa kepada masyarakat dan dapat mewujudkannya menjadi aset terbaik yang memberikan nilai tambah ekonomi bagi desa dan masyaraat. Solusi yang ditawarkan adalah melakukan sosialisasi terkait dengan rencana usaha khususnya aspek pemasaran. Metode yang digunakan adalah dengan observasi dan sosialisasi terhadap perangkat desa. Hasil Pengabdian masyarakat ini adalah telah dilakukan observasi lapangan untuk melakukan analisis lingkungan potensi desa khususnya terkait dengan potensi wisata desa,dan telah tersosialisasikannya hal-hal terkait dengan bauran pemasaran khususnya untuk produk jasa dalam hal ini adalah produk, harga, tempat, promosi, bukti fisik, orang-orang yang terlibat dan juga proses, serta disampaikan prinsip 4A dalam mengembangkan sebuah wisata yaitu attraction, accessibility, amenity dan ancilliary. beberapa kegiatan-kegiatan yang mungkin dilakukan pada masa mendatang yang dapat menunjang pengembangan diantaranya adalah pelatihan-pelatihan ke-wirausahaan seperti manajemen usaha, desaian efektuasi dan desain thinking

    The Proposed Development of Prototype with Secret Messages Model in Whatsapp Chat

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    Development of prototype at data security through secret messages is needed for disguising the messages sent in smartphone chatting application, WhatsApp (WA) Chat. We propose a model to disguise a plaintext message which is first encrypted by cryptosystem to change the plaintext message to ciphertext. Plaintext or plainimage entering the smartphone system is changed into encrypted text; receiver then can read the message by using similar key with the sender. The weakness of this proposal is the message random system is not planted directly in the chatting application; therefore message removing process from cryptosystem to WA application is still needed. The strength of using this model is the messages sent will not be easily re-encrypted by hacker and can be used at client computing section

    Model of WebGIS Based Sustainable Smart Land Use for Merauke Regency South Papua

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    <p><strong>Abstract: </strong>This Smart and sustainable land use is the key to answering development challenges in the modern era. In the context of Merauke Regency, South Papua, rapid economic growth and significant environmental changes demand an integrated approach to managing land use. This research presents an innovative WebGIS-based model that combines geospatial information technology with land use analysis to provide sustainable solutions. Through the integration of spatial data, predictive analysis and stakeholder participation, this model enables stakeholders to explore alternative land use scenarios and evaluate their environmental, economic and societal impacts. The performance evaluation stage of the model shows its ability to accurately represent existing land use patterns. Validation with actual land use data confirms the ability of the model to reproduce the distribution of agricultural areas and protected forest areas. Furthermore, the evaluation of the environmental impact of the model results indicates that the model is capable of predicting the environmental impact of alternative land use scenarios. Consultation sessions with stakeholders proved the importance of their participation in the validation and adaptation of sustainable solutions. The results of this study indicate that WebGIS-based Smart Land Use model has great potential in assisting sustainable planning and decision-making in Merauke Regency. However, further validation and improvement of the model is needed to strengthen its accuracy and validity. This research provides valuable insights on the integration of geospatial information technology in sustainable development and provides guidance for the development of similar models in other regions.</p&gt
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